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Classification of Business Licence Status

Goal is to perform multi-class classification of the business license status.

  • Relies extensively on the quality of feature engineering.
  • Performed extensive data transformation, feature generation, and feature importance analysis.
  • Performed re-sampling for highly imbalanced data.
  • Used XGBoost as final classifier achieving score percentile of 76(f1-score).